scholarly journals Intelligent Monitoring of Affective Factors Underlying Sport Performance by Means of Wearable and Mobile Technology

Proceedings ◽  
2018 ◽  
Vol 2 (19) ◽  
pp. 1202 ◽  
Author(s):  
Carlos Bailon ◽  
Miguel Damas ◽  
Hector Pomares ◽  
Daniel Sanabria ◽  
Pandelis Perakakis ◽  
...  

The fluctuation of affective states is a contributing factor to sport performance variability. The context surrounding athletes during their daily life and the evolution of their physiological variables beyond sport events are relevant factors, as they modulate the affective state of the subject over time. However, traditional procedures to assess the affective state are limited to self-reported questionnaires within controlled settings, thus removing the impact of the context. This work proposes a multimodal, context-aware platform that combines the data acquired through smartphones and wearable sensors to assess the affective state of the athlete. The platform is aimed at ubiquitously monitoring the fluctuations of affective states during longitudinal studies within naturalistic environments, overcoming the limitations of previous studies and allowing for the complete evaluation of the factors that could modulate the affective state. This system will also facilitate and expedite the analysis of the relationship between affective states and sport performance.

2020 ◽  
Vol 11 ◽  
Author(s):  
Aleksandra Samełko ◽  
Monika Guszkowska ◽  
Anna Kuk

PurposeThe aim of the study was to establish the differences in affective states of swimmers depending on the subjective rank of the competition and the relationship between affective states and performance in sports competitions of low, medium and high subjectively perceived rank.MethodsThe respondents (n = 31) aged from 15 to 23 years (18.1 ± 2.397) were studied using the psychological questionnaires Perceived Stress Scale (PSS-10), Profile of Mood State (POMS), and Positive and Negative Affect Schedule (PANAS) during sports events. 362 measurements using POMS and 232 measurements using PANAS before the starts were collected. The significance of intergroup differences was determined using the Kruskal-Wallis test. A stepwise regression analysis was used to determine the emotional predictors of sports results.ResultsSubjective rank of sports competition differentiated significantly anger (chi2 = 6.826; p = 0.033), confusion (chi2 = 11.345; p = 0.003), depression (chi2 = 10.2; p = 0.006), fatigue (chi2 = 49.394; p ≤ 0.001), vigour (chi2 = 11.345; p ≤ 0.001), positive emotions (chi2 = 51.233; p ≤ 0.001), and negative emotions (chi2 = 11.552; p = 0.003). Regression analysis showed the influence of mood states and positive emotions on the sports result.ConclusionThe swimmers’ affective state changed depending on the subjective rank of the competition. Depression and positive emotional state made it possible to predict the result in medium- and high-rank competition.


Author(s):  
Qianyu Hu ◽  
Shruthi Bezawada ◽  
Allison Gray ◽  
Conrad Tucker ◽  
Timothy Brick

Assessment and feedback play an instrumental role in an individual’s learning process. Continued assistance is required to help students learn better and faster. This need is especially prominent in engineering laboratories where students must perform a wide range of tasks using different machines. One approach to understanding how students feel towards using certain machines is to assess their affective states while they use these machines. Affective state can be defined as the state of feeling an emotion. The authors of this work hypothesize that there is a correlation between students’ perceived affective states and task complexity. By adopting the Wood’s complexity model, the authors propose to assess how the correlations of perceived affective states of students change while they perform tasks of different complexity. In this study, each student performs a “hard” and an “easy” task on the same machine. Each student is given the same tasks using the same materials. Knowledge gained from testing this hypothesis will provide a fundamental understanding of the tasks that negatively impact students’ affective states and risk them potentially dropping out of STEM tracks, and the tasks that positively impact students’ affective states and encourage them to engage in more STEM-related activities. A case study involving 22 students using a power saw machine is conducted. Perceived affective states and completion time were collected. It was found that task complexity has an effect on subjects’ affective states. In addition, we observed some weak correlation between some of the perceived affective states and laboratory task performance. The distribution of correlation between affective states may change as the tasks change. With the knowledge of the relationship between task complexity and affective states, there is the potential to predict students’ affective states before starting a given engineering task.


2021 ◽  
Vol 64 (1 (245)) ◽  
pp. 63-78
Author(s):  
Dominik Kania

Wiele marek wykorzystuje w swoich kampaniach storytellingowych tematykę sportową. Nie zawsze jest ona związana z działalnością brandu lub jego ofertą. Mimo to sport wydaje się atrakcyjnym wątkiem, na podstawie którego firmy komunikują się z otoczeniem. Celem niniejszej pracy jest wyjaśnienie tej popularności sportowych tematów w storytellingu marek. Posłuży do tego analiza relacji branży sportowej i szeroko pojętego biznesu, a także udziału sportu w zachodzących procesach społecznych. Przez ukazanie wpływu, jaki rywalizacja sportowa wywiera na przeciętną jednostkę, zostaną wytłumaczone pobudki marek budujących swoje opowieści wokół zdarzeń lub postaci związanych ze sportem. Refleksji dotyczącej przyczyn popularności wątków sportowych w komunikacji brandów posłużyła analiza dotychczasowego stanu badań, szukająca wyjaśnienia związków pomiędzy sportem a życiem społeczeństwa, a także obserwacja studium przypadku Procter&Gamble – podmiotu, który wokół sportu zbudował swoją platformę komunikacyjną. Materiałem badawczym były więc nie tylko tezy naukowe szukające pomostu między sportem a filozofią, socjologią, psychologią czy biznesem, ale również praktyczne działania marki. Wyniki obserwacji nasuwają wnioski tłumaczące znaczenie sportu i aktywności fizycznej dla społeczeństw i ich jednostek, wskazują procesy przyczyniające się do popularyzacji tematyki w działaniach storytellingowych oraz klarownie podkreślają korzyści płynące z dialogu marek z odbiorcami, opartym na sportowych akcentach. Ponadto potwierdzają i uzasadniają tezę, że skuteczny storytelling implementujący w swoje treści sport wcale nie musi pochodzić od brandu bezpośrednio związanego z branżą sportową. Sport in storytelling. Why do brands adopt sport into narratives? Many brands adopt sports into their storytelling campaigns. This trend can be noticed even if a brand’s operations or its products are not related to sport. Nevertheless, it seems to be an attractive platform to communicate with the audience and present specific values. The purpose of this paper is to explain the popularity of sport themes in brand’s storytelling. To unveil this notion, the relationship between sport industry, global business and the influence of sport on social processes is analysed. By examining the impact of sport rivalry on an individual, brands’ motives and the phenomenon of building stories based on sport events or athletes’ lives are explained. This study seeks to describe mechanisms that are used by brands, which strive to mark their presence in people’s lives through storytelling. The methodological approach taken in this paper is a mixed methodology based on critical analysis of existing studies in philosophy, economy, sociology, psychology, and examination of Procter&Gamble’s communication case study. The first part investigates the theoretical reasons for adopting sport into narratives to influence society and individuals. The next section proceeds to an example of the brand which based its storytelling communication on sport event and themes. The results of this study show multidimensional motives and benefits of adopting sport into storytelling. These are connected to different areas of human life and remain critical for brands’ strategies. This examination also confirms high popularity of sport motives in communication of brands that do not belong directly to sport industry and whose offer is not associated with sport at all.


2020 ◽  
Vol 24 (4) ◽  
pp. 463-479
Author(s):  
Eunjung Kim ◽  
Graham Cuskelly ◽  
Liz Fredline

This study investigated sport event volunteer motivation and psychological contract (PC) with regard to the relationship between PC fulfilment, satisfaction, and future behavioral intention. Motivation-based volunteer subgroups based on cluster analysis were compared regarding their expectations and experiences of PC types as well as their overall satisfaction and future behavioral intention in a pre- and posttest study. The gap between expectations and experiences of PC types (PC fulfilment by gap: PCFg), and second, experience (satisfaction) of PC types (PC fulfilment by experience: PCFe) were tested using regression analysis to investigate the impact of PC fulfilment on satisfaction and future behavioral intention. The analysis was conducted on a sample of 261 sport event volunteers from three sport events in southeast Queensland, Australia. Among this volunteer sample, ideological PC was considered as the most important PC type overall, but different motivations were associated with different PC preferences. Volunteers who had different motivations had varying experiences of PC types, overall satisfaction, and intention to continue volunteering. PCFe was highly related to overall satisfaction and future behavioral intention and was found to be a better predictor of volunteer satisfaction than PCFg. This study provides important theoretical and practical implications for sport event volunteerism approached from the perspective of PC types and motivations.


2022 ◽  
Author(s):  
Marco Delmastro ◽  
Marinella Paciello

Abstract Beliefs about misinformation and conspiracy theories are often associated with a state of mind. With the spread of the pandemic there has been an outbreak of depression cases among the population. In this paper, we attempt to test the relationship between affective states and beliefs in misinformation about COVID-19 during the early phase of the pandemic. We do this through a survey carried out on a random and representative sample of the Italian population that allows us to go and verify the co-evolution of many factors: i.e., beliefs in misinformation, symptoms of depression, perceptions and misperceptions about COVID-19, ways in which citizens got informed about the pandemic, and sociodemographic characteristics (e.g., age, gender, education). The results show that the relationship between affective state and beliefs in misinformation exists but is more complex than hypothesized.


2016 ◽  
Vol 23 (1) ◽  
pp. 21-24
Author(s):  
Aleksandra Samełko ◽  
Monika Guszkowska

Abstract Introduction. The aim of this article is to discuss the relationship between affective states experienced by athletes and the outcome of their performance. The article presents the findings of a pilot study which made it possible to determine the relationship between the emotional states, mood, and level of stress of a group of pentathletes and the outcomes they achieved in a sports competition. Material and methods. The study involved 12 senior modern pentathletes, including 7 male and 5 female athletes. The following standard psychology questionnaires were used in the study: the 10-item Perceived Stress Scale (PSS-10), the Positive and Negative Affect Schedule (PANAS), and the Profile of Mood State (POMS). Performance was assessed based on the number of points achieved by the pentathletes in particular events in the pentathlon, which are held according to the rules set by the International Modern Pentathlon Union (UIPM). Results. The findings of the study confirmed that there was a correlation between the athletes’ mood and emotions and the outcome of their performance. The level of stress strongly negatively correlated with both the outcome they expected to achieve and the one they actually achieved for the combined event (running and shooting). For this event a relationship was also found between the athletes’ affective states and their outcomes: in running and shooting there was a positive and statistically significant correlation between the level of positive emotions and anger and the results achieved. However, friendliness, one of the other affective state variables that were measured, correlated negatively with the outcomes of the athletes’ performance. Conclusions. In the group of pentathletes who participated in the study, a high level of anger was associated with better outcomes, and a high level of friendliness had an adverse effect on the results achieved. The findings of the current study confirm that there is a relationship between affective states and performance outcomes, but the findings do not correspond with Morgan’s iceberg profile.


2018 ◽  
Vol 19 (1) ◽  
pp. 7-28
Author(s):  
Kenneth H. Smith ◽  
Martyn Newman ◽  
Stephan Ledain ◽  
Joseph Zajda

It has been widely documented that psychological constructs, specifically emotional intelligence, significantly contribute to athletic success. Yet the extant literature is limited and often inconsistent. Context-specific exploration of the impact of emotional intelligence on elite athletic performance can provide richer, more informed conclusions. Thus, this study explored the relationship between emotional intelligence (EI) and sport performance among 389 males and females from Australia, Wales, and England. The Emotional Intelligence Sports Inventory-ESi was used to identify EI differences between gender, level of sport participation, and nationality. Results showed there were significant differences between these factors on a number of the 11 ESi subscales. The implications of the results are discussed, and it is concluded that the study’s findings will facilitate a more robust and reliable use of the ESi in future research.


2019 ◽  
Vol 13 (2) ◽  
pp. 78-92
Author(s):  
Elise M. Stevens ◽  
Karen McIntyre

The Onion is a satirical news site that has been growing in popularity over the last two decades. Based on theories in affect and social sharing, the current studies examined the impact of this online satirical news to understand its impact on affective states and online sharing. In Study 1, participants ( N = 147) either viewed a satirical or serious (frame) news story and then were asked about affective states and sharing behaviors. In Study 2, participants ( N = 143) viewed one of the two frames but on Instagram. In Study 1, results showed that serious news stories increased both positive and negative affect. Only positive affect mediated the relationship between frame and sharing. In Study 2, results showed that satirical Instagram posts were positively associated with negative affect, which mediated the relationship between frame and sharing. This study shows the important implications of online satirical news and illuminates how different platforms can affect audiences.


2017 ◽  
Vol 55 (2) ◽  
pp. 242-277 ◽  
Author(s):  
Benoit Leclerc ◽  
Marie Rosenkrantz Lindegaard

Objectives: The current study focused on the role of affective states in adult sexual offending. We look at the prevalence of a range of affective states throughout sexual crime events. We break down the crime event into three stages—immediately before, during, and after the offense. We examine transitions of affective states—stage by stage—but also across victims. Finally, we investigate the impact of situational factors on affective states. Method: The sample consisted of a total of 553 adult males who had been convicted of a sexual offense. Self-report data on sexual crime events were collected from these offenders. Apart from descriptive and bivariate analysis, “affective state-switching patterns” are investigated through transition matrices. Results: Findings show large variations in affective states before, during, and after the offense but show little variation across victims. Alcohol usage and offender–victim relationship were related to affective states of offenders. Conclusions: We conclude that the found association between affective states and decision-making of sexual offenders calls for more research on within crime event variations especially, and future research should focus on causal mechanisms related to affective states.


Author(s):  
Yehuda Weizman ◽  
Oren Tirosh ◽  
Jeanie Beh ◽  
Franz Konstantin Fuss ◽  
Sonja Pedell

The ability of people living with dementia to walk independently is a key contributor to their overall well-being and autonomy. For this reason, understanding the relationship between dementia and gait is significant. With rapidly emerging developments in technology, wearable devices offer a portable and affordable alternative for healthcare experts to objectively estimate kinematic parameters with great accuracy. This systematic review aims to provide an updated overview and explore the opportunities in the current research on wearable sensors for gait analysis in adults over 60 living with dementia. A systematic search was conducted in the following scientific databases: PubMed, Cochrane Library, and IEEE Xplore. The targeted search identified 1992 articles that were potentially eligible for inclusion, but, following title, abstract, and full-text review, only 6 articles were deemed to meet the inclusion criteria. Most studies performed adequately on measures of reporting, in and out of a laboratory environment, and found that sensor-derived data are successful in their respective objectives and goals. Nevertheless, we believe that additional studies utilizing standardized protocols should be conducted in the future to explore the impact and usefulness of wearable devices in gait-related characteristics such as fall prognosis and early diagnosis in people living with dementia.


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